davidliuk/graph-of-skills/vector-skills-retriever

Claude Code and agent skill by davidliuk/graph-of-skills

Trust tier 3
  • community
Source check pending

Checking that the SKILL.md file is still in the repository.

Retrieve a bounded bundle of relevant external skills from the local skill workspace using vector embedding similarity only.

Install

npx vskill@latest install davidliuk/graph-of-skills/vector-skills-retriever

SKILL.md

Purpose

Use this skill when the task likely needs specialized domain knowledge, scripts, or references that are not already obvious from the current context.

This retriever uses embedding similarity only. It does not use graph edges, graph propagation, or lexical expansion.

Retrieve Relevant Skills

Run:

bash
OPENROUTER_API_KEY="${OPENROUTER_API_KEY:-$OPENAI_API_KEY}" \
OPENAI_API_KEY="${OPENROUTER_API_KEY:-$OPENAI_API_KEY}" \
OPENAI_BASE_URL=https://openrouter.ai/api/v1 \
GOS_EMBEDDING_MODEL=openai/text-embedding-3-large \
GOS_EMBEDDING_DIM=3072 \
vectorskills-query "short description of the task or current subproblem"

Diagnostic rule: do not suppress stderr and do not replace failures with fallback text. If vectorskills-query fails, keep the original stderr visible and note the real exit code so the failure remains diagnosable.

Useful flags:

bash
vectorskills-query "debug spring boot jakarta migration build errors" --top-n 5 --max-context-chars 9000
vectorskills-query "extract text from receipts into xlsx" --json

How To Use The Results

  1. Start with a short task-level query.
  2. Read the returned skill bundle.
  3. Follow the retrieved skill instructions and inspect any referenced files under /opt/graphskills/skills/<skill-name>/.
  4. Re-query with a narrower subproblem if needed.

Security

  • Security scanPassed, 95 of 100Pattern checks on the skill's files.
  • Model reviewPassed

See the full security report

Quality evaluation

  • Task evaluationNot runNo evaluation yet. Run one in Skill Studio.

See evaluation results

Source

Popularity

Repository stars
130
Repository forks
12
7-day trend score
24

Stars and forks are for the whole GitHub repository, not this skill alone. Refreshed 27 Apr 2026, 6 months ago.

Works with

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